Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)
Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE
Must-read papers on entity alignment published in recent years
An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow
An Efficient implementation of TransE and its extended models for Knowledge Representation Learning
Entity Alignment toolkit (EAkit), a lightweight, easy-to-use and highly extensible PyTorch implementation of many entity alignment algorithms.
#数据仓库#📝 A collection of common datasets used in knowledge embedding
Knowledge Representation Learning with Entities, Attributes and Relations
#自然语言处理#COLING'2020: CoLAKE: Contextualized Language and Knowledge Embedding
Representation Learning of Knowledge Graphs with Hierarchical Types (IJCAI-2016)
Representation Learning of Knowledge Graphs with Entity Descriptions (AAAI-2016)
Code and data for our paper "Iterative Entity Alignment via Joint Knowledge Embeddings"
Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence (AAAI-2018)
#计算机科学#Implementation of ConvE proposed by Dettmers et al. in Convolutional 2D Knowledge Graph Embeddings.
Source code for NAACL 2019 paper "Fact Discovery from Knowledge Base via Facet Decomposition".
#计算机科学#Python implementation of OPTIC approach for Entity Linking
Impoving Relation Extraction by Knowledge embedding Learning
#计算机科学#This repository is for managing our work on anomaly detection in financial services using knowledge graphs and machine learning for the CADS internship during the month of July 2021.